Randomly modified Fetch Gym environment to evaluate visual generalization in RL with pixel-based observations.
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Updated
Aug 2, 2021 - Python
Randomly modified Fetch Gym environment to evaluate visual generalization in RL with pixel-based observations.
Визуализация электрических сетей
Data privacy
Comparing minima sharpness for Frank-Wolfe, SGD and Adam on small nets using TF
Code for the hexagonal quantization algorithm for cartographic line simplification
Experiments related to optimization, convergence and network architectures.
Maze environment for DRL generalization studies
Equational Abstraction Via Least General Generalization
Python codes to implement the PFGE algorithm
By filling the plane with several shapes, the project is about finding how many of these shapes contain a given point.
Prink (Privacy-Preserving Flink) is a data anonymization solution for Apache Flink, that provides k-anonymity and l-diversity for data streams.
Simplify the coastline to appropriately represents the Andros Islands at a scale of 1:1,500,000.
This work attempts to generalize a stock forecasting neural network using Bayesian regularization so that predictions can be performed without an overfitted model, considering the highly volatile market these days.
Paper Summary for Relations between Trustworthy AI Concepts
Simulation was made by utilizing Design Patterns. The runtime polymorphism with virtual methods was achieved as the project aim is about generalization and specialization by inheritance.
This repository for learning Object Oriented Design through the Coursera course "Object Oriented Design by University of Alberta"
experiments with how model scale affects worst-group performance
LeNet-5 with SAM, Generalization
This is a machine learning project discovering different features of different model structures and visualize the optimization process
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